The old house felt hollow, echoing with the silence of the past. Emily found a hidden compartment in a desk. Inside, a collection of photographs. These weren't the polished portraits of the family album, but candid shots of her aunt, vibrant and alive.

The family had always portrayed her aunt as a tragic figure, a woman whose life had been blighted by a secret. The photographs told a different tale. They showed a woman who lived fully, who embraced life with an open heart.

Emily's own cheeks felt hot. She understood the weight of judgment, the crushing force of silence. She would make an effort to connect with her aunt, now old and withdrawn, and offer her something more than pity.

Emotion: sympathetic

Cluster: Compassion / Love
PC1 (Valence): 1.13 Positive
PC2 (Disposition): 0.75

Role in Research

This story is one of 1,000 stories generated for the emotion sympathetic. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 sympathetic stories, after denoising with neutral dialogue baselines, produces the sympathetic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the sympathetic vector is projected through the unembedding matrix.

Promoted:
H0.521
L0.421
B0.401
la0.338
sympat0.305
Suppressed:
iostream-0.334
简直-0.306
再び-0.305
chẳng-0.296
не-0.296